Habitat Suitability Report
Inputs
- Species: Harbor seal (Phoca vitulina)
- Thinning: Thinned observations
- Ratio: 1:2 observation:pseudo-absence ratio
- Spatial extent: Full extent
- Covariates used: all covariates (u and v become vel_mag)
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
- Observations:
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9481707 | 0.7905488 | 0.5718712 |
| bt | 0.9454268 | 0.7905488 | 0.4500172 |
| maxnet | 0.9423780 | 0.7524390 | NA |
| gam | 0.9314024 | 0.7399390 | 0.4522917 |
| glm | 0.9176829 | 0.7399390 | 0.4445732 |
Variable Importance
Partial Dependence
